
Examples Variable Selection
Interpretability of the Selections
Number of the selected recommended variables
CE selects more recommended variables with biomedical meanings than the other
measures do.
Table: Selected variables with the 6 measures.
Measure Selected Variables’ ID X
CE 3,4,6,7,9,12,16,28-32,38,40,41,44,51,59-68 11
dCor 3,4,6,7,9,12,13,16,28-33,38,40,41,52,59-68 9
dHSIC 3,4,6,7,9,12,13,16,25,29-32,38,40,41,44,59-68 10
HHG 4,6,7,9,16,25,32,38,40,41,52 7
Hoeffding’s D 4,5,8,9,13,16,17,23,26,27,38,39,45-50,52-54 4
Ball 4,6,7,9,13,16,25,32,38,40,41,52 7
Recommendations 3,4,9,10,12,16,19,32,38,40,41,44,51 13
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